Practice - Partition
Practice Questions
Test your understanding with targeted questions
What are the two main phases of MapReduce?
💡 Hint: Think about how data is processed and summarized.
What does Kafka primarily facilitate?
💡 Hint: Consider the role of messaging systems in data flow.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main function of the MapReduce framework?
💡 Hint: Think about what MapReduce has been commonly used for.
True or False: Apache Spark primarily uses disk-based processing.
💡 Hint: Consider the key advantages Spark provides over MapReduce.
3 more questions available
Challenge Problems
Push your limits with advanced challenges
Construct a MapReduce program outline for processing user activity logs to identify the top 10 most common actions on a web page daily.
💡 Hint: Think about how you can leverage counting and sorting to find the most common actions.
Explain how you could integrate Kafka with Spark to analyze social media feeds in real-time. Outline the data flow.
💡 Hint: Identify the role of Kafka in capturing data and Spark in processing.
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Reference links
Supplementary resources to enhance your learning experience.